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Udemy - MATLAB Basics And Particle Swarm Optimization Algorithm
TORRENT SUMMARY
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Implement PSO algorithm in MATLAB to solve benchmark functions
Implement PSO algorithm to solve a mechanical engineering optimization problem
Work on a research problem in the field of optimization
Description
This course is specifically developed for B. Tech. and M. Tech/MS students of all Engineering disciplines. Engineering students from all branches can take this course and apply the knowledge to solve optimization problems in their field as part of a mini-project or capstone project. In addition to this, the course is also useful to Ph. D. students of different engineering branches. This course can be taken by everyone irrespective of their programming knowledge. The basics of MATLAB programming is taught in the beginning of the course and the concept of optimization algorithms is also explained from the scratch. The content is so organized that the learner should be able to understand Engineering optimization from scratch and solve research problems leading to publication in an international journal of high repute. A guided project is also included at the end of the course to make sure students can apply the knowledge to real engineering optimization problems. It should be useful to students of all universities around the world.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Basics of MATLAB programming/1. Introduction.mp4
11.1 MB
~Get Your Files Here !/1. Basics of MATLAB programming/1. Introduction.srt
3 KB
~Get Your Files Here !/1. Basics of MATLAB programming/10. While Loop.mp4
12.9 MB
~Get Your Files Here !/1. Basics of MATLAB programming/10. While Loop.srt
5.5 KB
~Get Your Files Here !/1. Basics of MATLAB programming/11. Functions.mp4
22.4 MB
~Get Your Files Here !/1. Basics of MATLAB programming/11. Functions.srt
8.5 KB
~Get Your Files Here !/1. Basics of MATLAB programming/12. Plots.mp4
9.6 MB
~Get Your Files Here !/1. Basics of MATLAB programming/12. Plots.srt
4.9 KB
~Get Your Files Here !/1. Basics of MATLAB programming/2. Variables and Operators.mp4
23.6 MB
~Get Your Files Here !/1. Basics of MATLAB programming/2. Variables and Operators.srt
8 KB
~Get Your Files Here !/1. Basics of MATLAB programming/3. Vector Declaration.mp4
19.9 MB
~Get Your Files Here !/1. Basics of MATLAB programming/3. Vector Declaration.srt
10.8 KB
~Get Your Files Here !/1. Basics of MATLAB programming/4. indexing and Size of Vector.mp4
12.4 MB
~Get Your Files Here !/1. Basics of MATLAB programming/4. indexing and Size of Vector.srt
6.1 KB
~Get Your Files Here !/1. Basics of MATLAB programming/5. Matrix Operations.mp4
16.7 MB
~Get Your Files Here !/1. Basics of MATLAB programming/5. Matrix Operations.srt
9.1 KB
~Get Your Files Here !/1. Basics of MATLAB programming/6. max(), min(), ones() and zeros().mp4
9.8 MB
~Get Your Files Here !/1. Basics of MATLAB programming/6. max(), min(), ones() and zeros().srt
5.3 KB
~Get Your Files Here !/1. Basics of MATLAB programming/7. rand(), randi() and repmat().mp4
8.7 MB
~Get Your Files Here !/1. Basics of MATLAB programming/7. rand(), randi() and repmat().srt
3.9 KB
~Get Your Files Here !/1. Basics of MATLAB programming/8. If Statement.mp4
10.9 MB
~Get Your Files Here !/1. Basics of MATLAB programming/8. If Statement.srt
4.1 KB
~Get Your Files Here !/1. Basics of MATLAB programming/9. For Loop.mp4
17.6 MB
~Get Your Files Here !/1. Basics of MATLAB programming/9. For Loop.srt
6.5 KB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/1. Introduction to Optimization.mp4
84.3 MB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/1. Introduction to Optimization.srt
13 KB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/2. Effect of Constraints on Optimal Solution.mp4
9.5 MB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/2. Effect of Constraints on Optimal Solution.srt
2.4 KB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/3. Terminologies Used in Optimization and Pseudo Codes.mp4
32.5 MB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/3. Terminologies Used in Optimization and Pseudo Codes.srt
5.5 KB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/4. Philosophy of PSO algorithm- Part I.mp4
230.3 MB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/4. Philosophy of PSO algorithm- Part I.srt
36.1 KB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/5. Philosophy of PSO algorithm- Part II.mp4
108.3 MB
~Get Your Files Here !/2. Concept of Optimization and Particle Swarm Optimization (PSO)/5. Philosophy of PSO algorithm- Part II.srt
17.9 KB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/1. Matyas Function Introduction.mp4
16.4 MB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/1. Matyas Function Introduction.srt
2.7 KB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/2. Matyas Function Coding Part I.mp4
88.4 MB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/2. Matyas Function Coding Part I.srt
13.9 KB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/3. Matyas Function Coding Part II.mp4
91.5 MB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/3. Matyas Function Coding Part II.srt
11.3 KB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/4. Rosenbrock Function Introduction.mp4
7 MB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/4. Rosenbrock Function Introduction.srt
1.8 KB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/5. Rosenbrock Function Coding.mp4
63.4 MB
~Get Your Files Here !/3. MATLAB Implementation of PSO algorithm to solve benchmark functions/5. Rosenbrock Function Coding.srt
11.4 KB
~Get Your Files Here !/4. Project/1. Project Problem Introduction.mp4
17 MB
~Get Your Files Here !/4. Project/1. Project Problem Introduction.srt
6.1 KB
~Get Your Files Here !/4. Project/2. Project Problem Coding.mp4
50.9 MB
~Get Your Files Here !/4. Project/2. Project Problem Coding.srt
